Aakash Gupta Profile picture
Oct 10, 2021 โ€ข 6 tweets โ€ข 4 min read โ€ข Read on X
The archetypal product growth examples are outdated

Dropbox is not growing that fast anymore. Uber, Docusign, and Zoom are growing a lot through sales & marketing as well

Product rockets ๐Ÿš€, a ๐Ÿงต Image
Every product person has heard it in their job: X competitor has released X feature. We should too!

But how do we know what companies are actually growing through product NOW?

I propose revenue growth rate & product : sales & marketing spend as two metrics. Image
So, I got together companies:
- Most written about: Airbnb, Ube, & Dropbox
- Buzzy growers: Robinhood, Atlassian, Snowflake, Square & Shopify
- Focused mid-caps: Snap, Datadog, Docusign, Servicenow & Zoom
- Mega-caps: Alibaba, Microsoft, Google & Facebook
- The original: PayPal Image
The results look pretty good!

The top companies seem to have released a ton of features recently to drive product growth

@RobinhoodApp, @Snapchat, @Airbnb, @datadoghq, @Facebook Image
I would contend THESE are the companies that founders and product managers should be paying attention to. Not XYZ splashy competitor. To build growth into our products, these are the companies we can look to, to see how they did it.

These are the Teslas in your industry. Image
Founders, product managers, and product designers & engineers need a way to identify companies that are actually growing through product NOW

Check out the post for all the details:
aakashg.com/2021/10/10/proโ€ฆ

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More from @aakashg0

Nov 8
Senior AI PMs make $306K (US). Big tech pays $550K+

I analyzed 250 AI PM job postings.

Here's what hiring managers want: Image
1. AI Product Strategy & Lifecycle (94%)

Define product vision, strategy & roadmap for AI/ML features from 0โ†’1 through scale:

โ€ข Quality Envelopes โ†’ Define accuracy thresholds
โ€ข Cascade Architecture โ†’ Right-size models
โ€ข SUQS Framework โ†’ Track success pillars
โ€ข Evals-First โ†’ Define success first
๐Ÿ”— AI Product Strategy โ†’ news.aakashg.com/p/ai-product-sโ€ฆ
๐Ÿ”— AI Prototype to Production โ†’ news.aakashg.com/p/ai-prototypeโ€ฆ
๐Ÿ”— AI Roadmaps โ†’ news.aakashg.com/p/ai-roadmap
๐Ÿ”— AI Product Sense โ†’ news.aakashg.com/p/ai-product-sโ€ฆ
๐Ÿ”— How to Build AI โ†’ news.aakashg.com/p/how-to-buildโ€ฆ
Read 9 tweets
Oct 29
DUOLINGO COULDN'T TEACH ME HEBREW IN 2 YEARS

ChatGPT did it in just 3 months.

Here's the exact 8 Prompts I used:
1. Adaptive Daily Lesson Builder

"You're my personal Hebrew tutor. Build me a 20-minute lesson for today based on my current level [beginner/intermediate/advanced]. Include: 10 new vocabulary words with context, 1 key grammar concept with 3 examples, and 5 practice sentences I should translate. End with tomorrow's preview."
2. Real Conversation Partner

"Let's have a 10-minute conversation in Hebrew about [topic: weekend plans/work/hobbies]. Start each response in Hebrew, then add English corrections below using this format: 'โŒ You said X โ†’ โœ… Say Y (because Z)'. Adjust your Hebrew complexity to match my responses."
Read 9 tweets
Oct 26
In product management, not everything is straight forward maths, or solvable by AI.

Yet, some PMs still make better decisions most of the time.

How?

That's product sense: Image
"The ability to find the right solution for the user and business, despite limited and ambiguous information."

I love this definition from @Sid Arora.
You start with the PM process:

1. Take a vague & ambiguous problem statement
2. Create, or clarify the overall goal
3. Identify all users in ecosystem
4. Pick 1-2 users
5. Identify major problems of the user
6. Select the problems to solve
7. Brainstorm for solutions
8. Select the highest ROI solution
9. Build and deploy the solution
10. Measure success / collect feedback
Read 12 tweets
Oct 22
You should vibe code a PM portoflio.

Only 17% of PMs have a portfolio.

So you should differentiate with one.

Here's how: Image
1. Headline

This is the most important part! You want to describe your unicorn candidate-market fit. This is your opportunity to make a bumpy career look like a straight line to a sector of the market.
2. Navigation

The beauty of a website is you can add layers. Add in followup pages to deep dive into your experience. Link them. Add in blog & podcast appearances too.
Read 12 tweets
Oct 21
ChatGPT is just the tip of the iceberg.

PMs should use 10 buckets of AI tools: Image
DISCOVERY

1. Prototyping
Yes, this is an amazing PM use case.

Tools like Lovable, Bolt, v0, Magic Patterns, and Base44 are great for improving your discovery work.

๐Ÿ”— Guide: news.aakashg.com/p/ai-prototypiโ€ฆ
2. Customer Intelligence
These aggregate customer insight everywhere.

Tools like Dovetail, Enterpret, Unwrap, Monterey, and Sprig make knowing your customer easier.

๐Ÿ”— Guide: news.aakashg.com/p/ai-customer-โ€ฆ
Read 12 tweets
Oct 15
Product discovery is the no. 1 skill for PMs.

Here's how to use AI to 10x your discovery: Image
๐—ฆ๐—ง๐—˜๐—ฃ ๐Ÿญ: ๐—”๐—œ ๐— ๐—ฎ๐—ฟ๐—ธ๐—ฒ๐˜ ๐—œ๐—ป๐˜๐—ฒ๐—น๐—น๐—ถ๐—ด๐—ฒ๐—ป๐—ฐ๐—ฒ

Market analysis used to be a lengthy, research-heavy process that often required access to paid reports.

Now, replace that with:

a. Market sizing by Perplexity
b. Validation with 3 expert calls
c. Synthesizing sources with NotebookLMImage
๐—ฆ๐—ง๐—˜๐—ฃ ๐Ÿฎ: ๐—”๐—œ ๐—–๐˜‚๐˜€๐˜๐—ผ๐—บ๐—ฒ๐—ฟ ๐—œ๐—ป๐˜๐—ฒ๐—น๐—น๐—ถ๐—ด๐—ฒ๐—ป๐—ฐ๐—ฒ

Build an AI customer intelligence system like that provided by tools like @hiDovetail.

These aggregate all your:

โ€ข 1000s of support calls
โ€ข 100s of app reviews
โ€ข 100s of sales calls
โ€ข 10s of interviews

AI customer intelligence tools are as important as AI prototyping tools. Deep dive: news.aakashg.com/p/ai-customer-โ€ฆImage
Read 9 tweets

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